What is plot model function in NLP in pycaret

This recipe explains what is plot model function in NLP in pycaret

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Recipe Objective - What is the plot_model function in NLP in pycaret?

PyCaret provides the plot_model function in the NLP module.

 

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plot_model function with Example:-

PyCaret prvides "pycaret.nlp.plot_models()" funtion. Plot model function analyzes the performance of a trained model.

from pycaret.datasets import get_data
kiva = get_data('kiva')
# importing NLP module
from pycaret.nlp import *
# initialize the setup
setup_name = setup(data = kiva, target = 'en')
# Latent Dirichlet Allocation model
lda = create_model('lda')
# plotting model
plot_model(lda, plot = 'frequency')

List of plots:-

Word Token Frequency - ‘frequency’

Word Distribution Plot - ‘distribution’

Bigram Frequency Plot - ‘bigram’

Trigram Frequency Plot - ‘trigram’

Sentiment Polarity Plot - ‘sentiment’

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